Kai Tian's repositories
modelparallel_pytorch
Model Parallelism for pytorch training multiple network on multiple GPUs.
KnowledgeSharing-Pytorch
Implementations of knowledge distillation and knowledge transfer models in neural networks.
deeptext2img
Pytorch Implementation of Learning Deep Representations of Fine-grained Visual Descriptions
ImageNet-Hierarchy-Visualization
Visualizing ImageNet Classes Hierarchical Structure.
ExtremeLearningMachine
Python numpy implementation of Extreme Learning Machine (ELM) and ELM for one class classification.
GAN-Clustering
Generative Adversarial Network based Clustering
ZeroShotLearning
Implementations of state-of-the-art zero-shot learning algorithms.
SemanticHashing
Senmatic Hashing implementation in Matlab.
DeepNeuralDecisionForests-PyTorch
PyTorch implementation of Deep Neural DecsionForests.
One-class-learning
This repository summarizes current state-of-the-art one-class learning methods with pytorch.
MCL-WRN-ImageNet
Multiple choice learning with wide residual network(WRN) on ImageNet
Poisson-AutoEncoder
MATLAB implemented Possion AutoEncoder
AlphaGomokuZero
An illustration program which visualizes the MCTS mechanism inside AlphaZero in order to provide a better understanding of how an AI makes decisions. 一个通过可视化AlphaZero中的蒙特卡洛树搜索来解释AI决策方式的程序。
Computational-Advertising
Computational Advertising CTR
crnn
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.
DeepClusterADMM-Release
An implementation of DeepCluster optimized by ADMM.
relational-gcn
Keras-based implementation of Relational Graph Convolutional Networks
SoftmaxTreeInference.torch
Inference part of hierarchical softmaxtree in torch.
swingpytorch
Get into Swing of Pytorch. A flexible and efficient framework for experiments and idea-exploring.